Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-09 1.230060 1.506635 1.863411 2.372215 3.106084 4.174424 5.953330
2025-03-16 0.842629 1.128030 1.551571 2.273016 3.591494 6.236553 13.382469
2025-03-23 0.688141 0.978598 1.454682 2.385378 4.477361 10.341155 42.077208
2025-03-30 0.580384 0.859300 1.348820 2.407767 5.224316 16.143948 189.986834
2025-04-06 0.497002 0.756312 1.233592 2.345305 5.723588 23.468196 2937.891000
2025-04-13 0.437271 0.680417 1.145883 2.301110 6.268739 35.266647 NaN
2025-04-20 0.410699 0.658004 1.156907 2.509307 8.096073 85.761530 NaN
2025-04-27 0.382609 0.626963 1.140638 2.637669 9.942502 248.611141 NaN
2025-05-04 0.351490 0.584652 1.088586 2.633227 11.177595 796.335546 NaN
2025-05-11 0.320524 0.538198 1.017037 2.533754 11.680841 2878.858145 NaN
2025-05-18 0.301696 0.513928 0.993654 2.593866 13.747667 NaN NaN
2025-05-25 0.288235 0.498889 0.989778 2.728103 17.270415 NaN NaN
2025-06-01 0.270737 0.473644 0.956346 2.738426 19.862559 NaN NaN
2025-06-08 0.250674 0.440764 0.897431 2.617660 20.359056 NaN NaN
2025-06-15 0.241211 0.430067 0.896292 2.755648 26.561782 NaN NaN
2025-06-22 0.229382 0.412703 0.873454 2.783214 31.519192 NaN NaN
2025-06-29 0.215993 0.390469 0.833162 2.706447 33.629704 NaN NaN
2025-07-06 0.204509 0.371573 0.799740 2.652241 36.605775 NaN NaN
2025-07-13 0.201267 0.371364 0.821041 2.908412 58.559307 NaN NaN
2025-07-20 0.195795 0.365303 0.823681 3.067359 87.049433 NaN NaN
2025-07-27 0.187591 0.351932 0.801392 3.061846 106.268199 NaN NaN
2025-08-03 0.177974 0.334404 0.763584 2.938626 108.374357 NaN NaN
2025-08-10 0.172486 0.326502 0.755571 3.013034 153.991857 NaN NaN